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Most AI tools want your API keys the moment you sign up. Then they sit between you and the model, add their own layer, and you're locked in.
I built RAPR AI specifically to avoid that. No keys inside the tool. It wraps the CLIs you've already installed — Claude Code, Gemini, Ollama — and lets you wire them together from a browser UI.
The Agent Builder is the core of it. Visual node canvas, eight node types (AI, Shell, HTTP, File, Condition, Loop, Input, Deliver), triggered via Telegram, schedule, webhook, or a button. I recorded a full demo showing how it works in practice.
If you're building AI workflows for clients and want something that doesn't need another SaaS subscription to run, worth a look at raprai.com.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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I built a machine that turns you into a literal GOAT 🐐
Introducing The GOAT-i-fyer, my official submission for the #ElevenCreative Challenge!
Drop in any selfie, and this multi-node template will show you how you'd look as a fabulous goat - PLUS it'll build a fully voiced, lip-synced version of your new alter-ego.
What makes this a true G.O.A.T. workflow:
⭐ It scans your photo and maps your unique real-world traits (like your hair color, expression, or accessories) directly onto a high-fidelity goat avatar
⭐ It doesn't stop there - it also scripts a punchy, spoken monologue that syncs perfectly to the goat's mouth movements
Try out the template, and PLEASE show me your results in the comments!
& if it makes you laugh, smash that UP-GOAT button (if not now, when?) 👇
This is so cool and fun!
AI demos are easy.
Production AI is where engineering begins.
Anyone can connect an LLM API and make something that looks impressive in a demo.
But real businesses need systems that survive messy users, bad inputs, edge cases, and scale.
Production AI means:
✅ Grounded retrieval (RAG)
✅ Reliable tool/API execution
✅ Structured outputs
✅ Agent workflows with business logic
✅ Monitoring, evals, and feedback loops
✅ Infrastructure that scales in production
The difference between an AI demo and an AI product?
Architecture.
That’s where most “AI startups” break.
I build AI systems that go beyond prompt wrappers — production-ready LLM agents, RAG pipelines, and full-stack AI products.
If you're building something real, build it like software.
#AIEngineering #LLMAgents #RAG #GenerativeAI #LangChain #LangGraph #OpenAI #ClaudeAI #Python #FastAPI #AWS #VectorDatabase #AIProduct #SaaS #ArtificialIntelligence #Contra #FreelanceDeveloper #AIConsultant
This is amazing
I used to spend hours cleaning messy Excel files manually.
Now? I use AI tools to cut that time in half — and deliver better results to my clients.
Here's how AI has changed my freelance data workflow:
🔹 Faster data cleaning
Instead of manually hunting for duplicates and formatting errors, I use AI to flag inconsistencies instantly. What used to take 2 hours now takes 30 minutes.
🔹 Smarter dashboard structure
Before building any dashboard, I use AI to help me think through what metrics actually matter for that specific business — not just what looks good.
🔹 Better client communication
I use AI to help me write clearer project summaries and delivery notes — so clients understand exactly what they're getting and why it matters.
But here's what AI can't replace:
✔ Understanding what a CA firm actually needs vs what a D2C brand needs
✔ Knowing when a number looks wrong before the formula catches it
✔ The judgment that comes from actually working with real business data
AI is a tool. The thinking is still yours.
If you're a small business owner or CA firm drowning in Excel data — I can help you turn it into something you can actually use.
DM me or check my portfolio 👇
geethasree-data-support-cr241o7.gamma.site
dataanalsyisartificialintelligenceMicrosoft ExcelBusiness AnalysisData AnalysisData VisualizationClaudeGoogle Sheets
geethasree-data-support-cr241o7.gamma.site
Geethasree Naguboina
Data & Research Support Specialist | Excel Reports & Dashboards | AI Data Operations | Remote · Hyderabad, Telangana, India Skilled in data cleaning, validation, reporting, and structured workflows for teams and AI platforms. Email Me LinkedIn Profile
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